codex-gdp-loop 是做什麼的？
用於從授權的實際交付物中製作和審查單任務 GDPval 數據套件的 Codex 技能。
用於從授權的實際交付物中製作和審查單任務 GDPval 數據套件的 Codex 技能。
hazelwrong/codex-gdp-loop 是一個專門為 Codex 平台設計的 AI 技能，旨在協助開發者或代理從授權的真實世界交付物中，高效地產生和審查單任務的 GDPval 數據套件。此技能透過自動化工作流程，減少手動處理數據的繁瑣操作，並確保數據包的格式與品質符合標準。它支援 Codex 環境，讓使用者可以專注於任務的邏輯與結果，而非數據整理的細節。透過整合標準化的審查機制，此技能能提升數據生產的精確度與一致性，特別適合需要處理大量交付物或進行品質控制的場景。簡而言之，它是一個專注於數據套件生命週期管理的自動化工具。
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用於從授權的實際交付物中製作和審查單任務 GDPval 數據套件的 Codex 技能。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.